{"id":"W2552673806","doi":"10.1182/blood.v104.11.3122.3122","title":"Prognostic Factors in Localized Hodgkin’s Lymphoma: How To Define Intermediate/Unfavourable Disease?.","year":2004,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stage (stratigraphy); Internal medicine; Lymphoma; Nomogram; Mediastinum; Chemotherapy; Gastroenterology; Classical Hodgkin lymphoma; Hodgkin lymphoma; Oncology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002608718,0.0007444517,0.0006570297,0.0007838043,0.0002153644,0.0009620406,0.0005634908,0.0005500834,0.002286908],"category_scores_gemma":[0.005764028,0.0001080939,0.0006217717,0.0007783822,0.0006017662,0.0008216888,0.0004623986,0.0009036995,0.0007875902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172082,"about_ca_system_score_gemma":0.0004826823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301509,"about_ca_topic_score_gemma":0.001597694,"domain_scores_codex":[0.9994398,0.0003228597,0.00006489846,0.00004376225,0.0000798877,0.00004870011],"domain_scores_gemma":[0.998129,0.0008437207,0.0003301116,0.000145385,0.00023935,0.0003125091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007618181,0.00004471268,0.9651671,0.00009272753,0.0001050494,0.0001283994,0.00005548104,0.001455838,0.0006047454,0.000204878,0.001461334,0.02991791],"study_design_scores_gemma":[0.000316528,0.002164789,0.9487433,0.0003039112,0.000647548,0.001178117,0.0006912568,0.03336246,0.001349885,0.005879473,0.0052692,0.00009345626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692889,0.009652902,0.01326495,0.002846763,0.000285216,0.0001222637,0.001702051,0.0001951675,0.002641929],"genre_scores_gemma":[0.9966817,0.0004029397,0.001797624,0.0001149611,0.0001541822,0.0000218777,0.0005252736,0.00001202945,0.000289304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002608718,"threshold_uncertainty_score":0.01379639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375223902036674,"score_gpt":0.2401178732550698,"score_spread":0.2263656342347031,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}